https://github.com/ashishpatel26/skin-lesions-detection-deep-learning

Transfer Learning with DCNNs (DenseNet, Inception V3, Inception-ResNet V2, VGG16) for skin lesions classification on HAM10000 dataset largescale data.

skin skin-cancer skin-cancer-detection skin-detection skin-disease skin-disease-classifiction skin-lesion-classification skin-lesion-segmentation skin-segmentation

Last synced: 14 May 2025

https://github.com/fitushar/skin-lesion-segmentation-using-grabcut

Skin lesion segmentation is one of the first steps towards automatic Computer-Aided Diagnosis of skin cancer. Vast variety in the appearance of the skin lesion makes this task very challenging. The contribution of this paper is to apply a power foreground extraction technique called GrabCut for automatic skin lesion segmentation in HSV color space with minimal human interaction. Preprocessing was performed for removing the outer black border. Jaccard Index was measured to evaluate the performance of the segmentation method. On average, 0.71 Jaccard Index was achieved on 1000 images from ISIC challenge 2017 Training Dataset.

grabcut jaccard paper segmentation skin-cancer skin-lesion-segmentation

Last synced: 22 Apr 2025

https://github.com/nikhilroxtomar/skin-lesion-segmentation-in-tensorflow-2.0

This repository contains the code for semantic segmentation of the skin lesions on the ISIC-2018 dataset using TensorFlow 2.0.

image-segmentation-tensorflow isic-2018 skin-cancer-segmentation skin-lesion-segmentation tensorflow unet-image-segmentation

Last synced: 14 Apr 2025

https://github.com/yayuniversal/skin-lesion-classification

Skin lesion classification, using Keras and the ISIC 2020 dataset

efficientnet isic-2020 isic-challenge keras skin-cancer skin-cancer-detection skin-lesion skin-lesion-classification skin-lesion-segmentation

Last synced: 26 Apr 2025

https://github.com/somenath203/skin-lesion-segmentation-opencv

numpy opencv pandas skin skin-lesion skin-lesion-segmentation

Last synced: 14 Mar 2025